So seeing the dollar value strengthen at the same time that gold rose was "remarkable" — and was an omen of sorts pointing to further gains.

First, prices aren't encouraging new supply.

"Central banks are selling less gold than they used to," the portfolio manager explained. "You can't get hold of Russian gold bars right now." All the processed metal (bullion, coins, etc.) is being bought by the Kremlin's central bank.